def check_sample_post_seed(name):
check_cm(name)
seed(0)
cm1 = ComponentModel(name)
post_values1 = [cm1.sample_post() for _ in range(COUNT)]
seed(0)
cm2 = ComponentModel(name)
post_values2 = [cm2.sample_post() for _ in range(COUNT)]
for i in range(COUNT):
assert_array_almost_equal(post_values1[i], post_values2[i])
def check_sample_post_seed(name):
check_cm(name)
seed(0)
cm1 = ComponentModel(name)
post_values1 = [cm1.sample_post() for _ in range(COUNT)]
seed(0)
cm2 = ComponentModel(name)
post_values2 = [cm2.sample_post() for _ in range(COUNT)]
for i in range(COUNT):
assert_array_almost_equal(post_values1[i], post_values2[i])
def check_sample_data_seed(name):
check_cm(name)
n = 10
seed(0)
cm1 = ComponentModel(name)
cm1.realize_hp()
data_values1 = [cm1.sample_data() for _ in range(n)]
seed(0)
cm2 = ComponentModel(name)
cm2.realize_hp()
data_values2 = [cm2.sample_data() for _ in range(n)]
for i in range(n):
assert_almost_equal(data_values1[i], data_values2[i])
def check_sample_data_seed(name):
check_cm(name)
n = 10
seed(0)
cm1 = ComponentModel(name)
cm1.realize_hp()
data_values1 = [cm1.sample_data() for _ in range(n)]
seed(0)
cm2 = ComponentModel(name)
cm2.realize_hp()
data_values2 = [cm2.sample_data() for _ in range(n)]
for i in range(n):
assert_almost_equal(data_values1[i], data_values2[i])
